Id
categorical
| Approximate Distinct Count |
45 |
| Approximate Unique (%) |
90.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
4.7 KB |
Calendar_week
numerical
| Approximate Distinct Count |
24 |
| Approximate Unique (%) |
48.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
600.0 B |
| Mean |
30.56 |
| Minimum |
17 |
| Maximum |
44 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
Weekday
categorical
| Approximate Distinct Count |
7 |
| Approximate Unique (%) |
14.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
3.2 KB |
Month
categorical
| Approximate Distinct Count |
6 |
| Approximate Unique (%) |
12.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
3.2 KB |
Weekend
categorical
| Approximate Distinct Count |
2 |
| Approximate Unique (%) |
4.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
3.4 KB |
Count_data_points
numerical
| Approximate Distinct Count |
36 |
| Approximate Unique (%) |
72.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
800.0 B |
| Mean |
67.88 |
| Minimum |
2 |
| Maximum |
521 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
Velocity_mean
numerical
| Approximate Distinct Count |
26 |
| Approximate Unique (%) |
52.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
800.0 B |
| Mean |
0.6055 |
| Minimum |
-1 |
| Maximum |
24.8913 |
| Zeros |
11 |
| Zeros (%) |
22.0% |
| Negatives |
19 |
| Negatives (%) |
38.0% |
Rsrp_mean
numerical
| Approximate Distinct Count |
50 |
| Approximate Unique (%) |
100.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
800.0 B |
| Mean |
-103.6739 |
| Minimum |
-122 |
| Maximum |
-79 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
50 |
| Negatives (%) |
100.0% |
Rsrq_mean
numerical
| Approximate Distinct Count |
49 |
| Approximate Unique (%) |
98.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
800.0 B |
| Mean |
-10.2848 |
| Minimum |
-16.6452 |
| Maximum |
-5 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
50 |
| Negatives (%) |
100.0% |
Rssnr_mean
numerical
| Approximate Distinct Count |
47 |
| Approximate Unique (%) |
94.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
800.0 B |
| Mean |
6.5157 |
| Minimum |
-42.1622 |
| Maximum |
31.4286 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
8 |
| Negatives (%) |
16.0% |
Quantile Statistics
| Minimum |
-42.1622 |
| 5-th Percentile |
-9.714 |
| Q1 |
2.0784 |
| Median |
6.2861 |
| Q3 |
12.8625 |
| 95-th Percentile |
26.85 |
| Maximum |
31.4286 |
| Range |
73.5907 |
| IQR |
10.784 |
Descriptive Statistics
| Mean |
6.5157 |
| Standard Deviation |
13.2038 |
| Variance |
174.3398 |
| Sum |
325.7851 |
| Skewness |
-1.4589 |
| Kurtosis |
4.6718 |
| Coefficient of Variation |
2.0265 |
Rssi_mean
numerical
| Approximate Distinct Count |
41 |
| Approximate Unique (%) |
82.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
800.0 B |
| Mean |
-79.4579 |
| Minimum |
-113 |
| Maximum |
0 |
| Zeros |
6 |
| Zeros (%) |
12.0% |
| Negatives |
44 |
| Negatives (%) |
88.0% |
Quantile Statistics
| Minimum |
-113 |
| 5-th Percentile |
-112.7 |
| Q1 |
-106.0539 |
| Median |
-95.7927 |
| Q3 |
-69.3839 |
| 95-th Percentile |
0 |
| Maximum |
0 |
| Range |
113 |
| IQR |
36.67 |
Descriptive Statistics
| Mean |
-79.4579 |
| Standard Deviation |
37.9355 |
| Variance |
1439.1049 |
| Sum |
-3972.8958 |
| Skewness |
1.3178 |
| Kurtosis |
0.3208 |
| Coefficient of Variation |
-0.4774 |
Rsrp_variance
numerical
| Approximate Distinct Count |
46 |
| Approximate Unique (%) |
92.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
800.0 B |
| Mean |
4.8798 |
| Minimum |
0 |
| Maximum |
13.6101 |
| Zeros |
5 |
| Zeros (%) |
10.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
Rsrq_variance
numerical
| Approximate Distinct Count |
45 |
| Approximate Unique (%) |
90.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
800.0 B |
| Mean |
1.6553 |
| Minimum |
0 |
| Maximum |
3.8616 |
| Zeros |
6 |
| Zeros (%) |
12.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
Rssnr_variance
numerical
| Approximate Distinct Count |
46 |
| Approximate Unique (%) |
92.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
800.0 B |
| Mean |
8.2124 |
| Minimum |
0 |
| Maximum |
58.0292 |
| Zeros |
5 |
| Zeros (%) |
10.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
Quantile Statistics
| Minimum |
0 |
| 5-th Percentile |
0 |
| Q1 |
2.9504 |
| Median |
4.3764 |
| Q3 |
6.4404 |
| 95-th Percentile |
40.0825 |
| Maximum |
58.0292 |
| Range |
58.0292 |
| IQR |
3.49 |
Descriptive Statistics
| Mean |
8.2124 |
| Standard Deviation |
12.2811 |
| Variance |
150.8256 |
| Sum |
410.6181 |
| Skewness |
2.6284 |
| Kurtosis |
6.2127 |
| Coefficient of Variation |
1.4954 |
Rssi_variance
numerical
| Approximate Distinct Count |
37 |
| Approximate Unique (%) |
74.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
800.0 B |
| Mean |
3.9272 |
| Minimum |
0 |
| Maximum |
13.6548 |
| Zeros |
14 |
| Zeros (%) |
28.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
Quantile Statistics
| Minimum |
0 |
| 5-th Percentile |
0 |
| Q1 |
0 |
| Median |
3.6703 |
| Q3 |
6.7376 |
| 95-th Percentile |
9.8971 |
| Maximum |
13.6548 |
| Range |
13.6548 |
| IQR |
6.7376 |
Descriptive Statistics
| Mean |
3.9272 |
| Standard Deviation |
3.597 |
| Variance |
12.9387 |
| Sum |
196.3604 |
| Skewness |
0.6027 |
| Kurtosis |
-0.5419 |
| Coefficient of Variation |
0.9159 |
Brand
categorical
| Approximate Distinct Count |
3 |
| Approximate Unique (%) |
6.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
3.6 KB |
Wifi_data_points_share
numerical
| Approximate Distinct Count |
22 |
| Approximate Unique (%) |
44.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
800.0 B |
| Mean |
0.5324 |
| Minimum |
0 |
| Maximum |
1 |
| Zeros |
12 |
| Zeros (%) |
24.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
Radius_activity_user
numerical
| Approximate Distinct Count |
42 |
| Approximate Unique (%) |
84.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
800.0 B |
| Mean |
8775.4606 |
| Minimum |
0 |
| Maximum |
117245.6849 |
| Zeros |
9 |
| Zeros (%) |
18.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
Radius_activity_state
numerical
| Approximate Distinct Count |
45 |
| Approximate Unique (%) |
90.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
800.0 B |
| Mean |
6966.0634 |
| Minimum |
4631.6965 |
| Maximum |
9246.9172 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |